| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.385 | -0.035 |
|
Retracted Output
|
2.211 | 0.749 |
|
Institutional Self-Citation
|
-1.122 | 0.192 |
|
Discontinued Journals Output
|
0.933 | 1.127 |
|
Hyperauthored Output
|
-0.994 | -0.822 |
|
Leadership Impact Gap
|
0.909 | -0.112 |
|
Hyperprolific Authors
|
-1.413 | -0.501 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.662 | 0.313 |
Ho Chi Minh City University of Industry and Trade presents a complex scientific integrity profile, marked by areas of exceptional control alongside significant vulnerabilities. With an overall score of 0.627, the institution demonstrates notable strengths in preventing academic endogamy and individual productivity excesses, as evidenced by very low-risk levels in Institutional Self-Citation, Hyperprolific Authors, and Redundant Output. However, these strengths are counterbalanced by critical weaknesses, particularly a significant-risk rate of retracted publications and medium-risk levels in multiple affiliations and reliance on external leadership for impact. These risk factors directly challenge the university's mission to foster "ethically grounded" and "knowledgeable" professionals and to fulfill its "social responsibilities," as they can undermine the quality and credibility of its research. The institution's strong positioning in thematic areas such as Chemistry (ranked 19th nationally), Biochemistry, Genetics and Molecular Biology (23rd), and Agricultural and Biological Sciences (27th), according to SCImago Institutions Rankings data, provides a solid foundation of academic excellence. To fully align its practices with its mission, the university is advised to leverage its robust governance in low-risk areas to develop and implement targeted quality control and integrity assurance mechanisms, thereby transforming its current vulnerabilities into future strengths and ensuring sustainable, responsible growth.
The institution's Z-score of 0.385 for this indicator, compared to the national average of -0.035, suggests a moderate deviation from the country's norm. This indicates that the university shows a greater sensitivity to risk factors associated with multiple affiliations than its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this higher rate warrants an internal review to ensure these practices stem from genuine, productive collaborations rather than strategic attempts to inflate institutional credit or engage in “affiliation shopping.” Clarifying institutional policies on affiliation can help manage this vulnerability proactively.
With a Z-score of 2.211, the institution shows a significant-risk profile that sharply accentuates the vulnerabilities already present in the national system, where the average score is 0.749. Retractions are complex events, but a rate this far above the national average is a critical alert that suggests pre-publication quality control mechanisms may be failing systemically. This finding points to a potential weakness in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor. To protect its reputation and uphold its mission, immediate qualitative verification of the underlying causes by management is strongly recommended.
The institution demonstrates exemplary performance in this area, effectively isolating itself from the risk dynamics observed in its environment. Its Z-score of -1.122 stands in stark contrast to the country's medium-risk average of 0.192. This preventive isolation indicates a complete absence of concerning scientific isolation or 'echo chambers.' The very low rate of self-citation confirms that the institution's academic influence is built on broad recognition from the global community and validated through sufficient external scrutiny, rather than being artificially inflated by internal dynamics.
While publishing in discontinued journals represents a shared, medium-level risk at the national level, the institution exhibits differentiated management of this issue. Its Z-score of 0.933 is notably lower than the national average of 1.127, indicating that it moderates a risk that appears more common across the country. Nonetheless, a high proportion of output in such journals remains a critical alert regarding due diligence in selecting dissemination channels. This suggests an ongoing need to enhance information literacy among researchers to avoid channeling scientific production through media that do not meet international ethical or quality standards, thereby preventing reputational damage and the misallocation of resources.
The institution maintains a prudent profile in its authorship practices, managing its processes with more rigor than the national standard. With a Z-score of -0.994, which is below the country's average of -0.822, the university shows a low risk of author list inflation. This suggests a healthy culture that successfully distinguishes between necessary massive collaboration in certain fields and the questionable practice of 'honorary' or political authorship, thereby reinforcing individual accountability and transparency in its research contributions.
The university's Z-score of 0.909 reveals a moderate deviation from the national trend (-0.112), indicating a greater sensitivity to this risk factor. This wide positive gap, where the institution's global impact is high but the impact of research it leads is comparatively low, signals a potential risk to its long-term sustainability. This suggests that its scientific prestige may be dependent and exogenous, not structural. This finding invites a strategic reflection on whether its current excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
The institution exhibits low-profile consistency in this area, with an absence of risk signals that aligns perfectly with the national standard. The Z-score of -1.413 is significantly lower than the country's average (-0.501), confirming that there are no instances of extreme individual publication volumes that would challenge the limits of meaningful intellectual contribution. This demonstrates a healthy institutional balance between quantity and quality, effectively mitigating risks such as coercive authorship or assigning credit without real participation, and thus safeguarding the integrity of its scientific record.
A state of integrity synchrony is observed in this indicator, with the institution's Z-score of -0.268 being identical to the national average. This perfect alignment reflects a shared environment of maximum scientific security, where there is no excessive dependence on in-house journals. By avoiding potential conflicts of interest and academic endogamy, the university ensures its scientific production consistently undergoes independent external peer review, which is essential for maintaining global visibility and achieving standard competitive validation.
The institution demonstrates a strong capacity for preventive isolation, successfully avoiding risk dynamics that are present at the national level. Its Z-score of -0.662 is in the very low-risk category, contrasting sharply with the country's medium-risk average of 0.313. This indicates a robust defense against the practice of data fragmentation or 'salami slicing.' The university's output prioritizes coherent, significant studies over the artificial inflation of productivity metrics, thereby upholding the integrity of available scientific evidence and contributing meaningful new knowledge.
